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Published online by Cambridge University Press: 20 July 2023
This chapter considers lower bounds for empirical processes and statistical estimation problems. We know that upper bounds for empirical processes and empirical risk minimization can be obtained from the covering number analysis. We show that, under suitable conditions, lower bounds can also be obtained using covering numbers.
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